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CNCF [Cloud Native Computing Foundation]

Machine Learning at Scale Using KubeFlow on AWS

CNCF [Cloud Native Computing Foundation] via YouTube

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A hands-on demonstration of a scalable machine learning training and inference setup using Kubeflow on Amazon EKS and Amazon EFS for distributed storage. It covers storage setup, creating a Jupyter notebook, and downloading a dataset.

Syllabus

Introduction
Why Machine Learning with Containers
KubeFlow
Setup
efs
Create Volume
Create Jupyter Notebook
Download Data Set

Taught by

CNCF [Cloud Native Computing Foundation]

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